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Ali Afana 4d ago • 10 min read
I Told the AI "A Scanner Flagged This" — and It Agreed With Everything
I gave two AI models the same 200 pieces of code, the same prompt, the same question. One of them...
#ai#security#llm#promptengineering
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Humza Tareen6d ago • 5 min read
Six Phases: Diagnosing an Ad Generator's Regression Against Its Own Corpus
A reliability improvement quietly deleted the creative intent it was supposed to preserve. Six phase...
#aivideo#regressionanalysis#productengineering#promptengineering
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Humza Tareen6d ago • 7 min read
The Plan Gate Contradiction Chain: When a Planner Is Blind to Its Own Grading Criteria
A recurring bug class in an AI ad planner: the plan and the gate meant to check it disagree, a role ...
#aiplanning#promptengineering#videogeneration#observability
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Humza Tareen6d ago • 10 min read
The Critic Panel: Teaching an AI Pipeline to Check Its Own Work
Building a panel of AI critics that check a generated ad against itself — same product, same person,...
#aievaluation#computervision#videogeneration#promptengineering
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Humza Tareen6d ago • 7 min read
Vision-in-the-Loop: When the AI Rewrites Its Own Prompts from the Generated Frame
How I closed the prompt-review-rewrite loop on an AI video ad platform by letting a vision model ins...
#ai#videogeneration#computervision#promptengineering
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Doogal Simpson4d ago • 3 min read
Fix AI Agent Jargon with Simplified Technical English
Tired of Claude Code generating bizarre, overly dramatic jargon like "load-bearing spine"? You can.....
#softwareengineering#promptengineering#claudecode#developertools
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Fibula6d ago • 5 min read
The Hallucinating Camera: Directing a Model That Has No Lens
You do not have a camera. You have a machine that dreams a short motion out of a single still image,...
#ai#opensource#promptengineering#generativeai
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hunterAug 24, 2026 • 6 min read
A personal context layer, part 2: Memory is not history
Memory is not the same as recorded history. In humans, our memories change based on the strength of....
#ai#llm#programming#promptengineering
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Dinesh_gowtham6d ago • 8 min read
Prompt Engineering with Claude: Getting Reliable JSON Output in TypeScript
When LLMs return malformed JSON, your automation breaks. Learn how to coax Claude into producing...
#promptengineering#claude#node#typescript
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ShubhamAug 23, 2026 • 5 min read
Superpowers for Coding Agents: Turn Vague Requests Into Tested Changes
An in-depth overview of Superpowers: a structured coding-agent methodology for design approval, plan...
#ai#llm#promptengineering#productivity
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Peter4d ago • 5 min read
How to Audit AI Prompts: A Step-by-Step Guide
Auditing an AI prompt means running it through a structured review process that checks for ambiguity...
#ai#promptengineering#debugging#tutorial
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Peter4d ago • 6 min read
Why AI Output Is Inconsistent (and How to Fix It)
AI output is inconsistent because large language models are probabilistic systems, not deterministic...
#ai#promptengineering#debugging#tutorial
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FARHAN HABIB FARAZ6d ago • 4 min read
Maintaining A Government Custom GPT After The Training Ends Is A Different Job Than Building It
Building a custom GPT for a ministry training program gets treated as a finished deliverable the...
#ai#govtech#promptengineering#productivity
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FARHAN HABIB FARAZ6d ago • 4 min read
Reusing A Prompt System Across Clients Without Turning It Into A One Size Fits All Failure
Building a custom GPT for one ministry client teaches you something specific about that ministry....
#promptengineering#ai#systemdesign#govtech
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FARHAN HABIB FARAZ6d ago • 4 min read
Building A Prompt Template That Works Without You In The Room
Building a working tender documentation system for yourself is one project. Turning that same system...
#promptengineering#ai#productivity#careerdevelopment
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jeanine huangAug 23, 2026 • 8 min read
Seedance 2.5 Prompting: A Practical Guide to Better AI Videos
Writing a good Seedance 2.5 prompt is less about adding more adjectives and more about giving the...
#ai#aivideo#promptengineering
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Walker WolfsonAug 23, 2026 • 3 min read
Centaur v Cyborg... Being a Fisherman
Disclaimer: This was written by a human, no AI was used in this process :) The type of AI user you....
#ai#writing#promptengineering#discuss
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VelocityAIAug 24, 2026 • 2 min read
AI as Invasive Species: When Synthetic Intelligence Outcompetes Human Cognition in the Wild
You scroll through your feed. AI-generated content is everywhere. It is fluent. It is coherent. It i...
#ai#chatgpt#promptengineering
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VelocityAIAug 22, 2026 • 3 min read
The Model as Metaphor: What AI Reveals About How We Think About Thinking
You think of your mind as a computer. You think of your memory as a hard drive. You think of your...
#ai#promptengineering#chatgpt
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VelocityAI6d ago • 2 min read
The Cambrian Explosion of Architecture: Why We're Seeing a Sudden Burst of Model Designs
A new model is released. It is not a transformer. It is something else. It is a state-space model. I...
#ai#promptengineering#chatgpt
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FARHAN HABIB FARAZ6d ago • 4 min read
When The Fix Isn't The Prompt At All, It's What The Prompt Is Reading From
The instinct every time a deployed bot gives a wrong or off answer is to open the system prompt and....
#promptengineering#ai#rag#systemdesign
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VelocityAIAug 23, 2026 • 3 min read
When We Stop Asking 'Can It Think?' and Start Asking 'Should We Let It?'
The AI is powerful. It can write, reason, and create. It can diagnose diseases, drive cars, and...
#ai#promptengineering#chatgpt
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FARHAN HABIB FARAZ6d ago • 4 min read
Why Data Privacy And Data Accuracy Are Constantly Fighting Each Other In Client Prompt Systems
Two requirements that sound like they should coexist peacefully, keep the data accurate and keep the...
#dataprivacy#ai#promptengineering#rag
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FARHAN HABIB FARAZ6d ago • 5 min read
The Silence Problem Nobody Designs For Until A Real Call Goes Quiet
Voice AI demos always sound perfect because demo networks are perfect. The moment you deploy a call....
#voiceai#promptengineering#ai#systemdesign
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